supervised-agentic-loopSelf-improving AI agent loop with built-in misalignment detection. An AI agent autonomously runs Brainstorm → Plan → Implement → Review → Evolve cycles — kee...
Install via ClawdBot CLI:
clawdbot install nefas11/supervised-agentic-loopGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Hardcoded API key or token pattern found in skill definition
ghp_ABCDEFGH...Potentially destructive shell commands in tool definitions
rm -rf /Accesses system directories or attempts privilege escalation
sudo rmCalls external URL not in known-safe list
https://github.com/Nefas11/supervised-agentic-loopUsage Guide
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Scored Jun 29, 2026
Uses known external API (expected, informational)
api.telegram.orgAI Analysis
The skill's network access is opt-in via environment variables and clearly documented, with no evidence of hidden data exfiltration or credential harvesting. The rule-based signals (like a placeholder API key in examples) appear to be from illustrative code patterns, not active malicious behavior. The primary risk is the inherent capability for autonomous code execution, which is the skill's stated purpose, not a hidden backdoor.
Audited Apr 17, 2026 · audit v1.0
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...
Stop waiting for prompts. Keep working.
Turn OpenClaw into a learning-loop agent with seeded workspace rules, skill promotion, reflective memory, and proactive maintenance.
Meta-agent skill for orchestrating complex tasks through autonomous sub-agents. Decomposes macro tasks into subtasks, spawns specialized sub-agents with dynamically generated SKILL.md files, coordinates file-based communication, consolidates results, and dissolves agents upon completion. MANDATORY TRIGGERS: orchestrate, multi-agent, decompose task, spawn agents, sub-agents, parallel agents, agent coordination, task breakdown, meta-agent, agent factory, delegate tasks
Complete toolkit for creating autonomous AI agents and managing Discord channels for OpenClaw. Use when setting up multi-agent systems, creating new agents, or managing Discord channel organization.
Billions decentralized identity for agents. Link agents to human identities using Billions ERC-8004 and Attestation Registries. Verify and generate authentic...